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  4. Knowledge discovery scientific workflows in clinico-genomics
 
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2007
Conference Paper
Title

Knowledge discovery scientific workflows in clinico-genomics

Abstract
With the completion of the human genome and the entrance into the post-genomic era, translational research rises as a major need. In this paper, we present a Knowledge Discovery workflow (KDw) and its utilization in the context of clinico-genomic trials. KDw aims towards the discovery of 'evidential' correlations between patients' genomic and clinical profiles. Application of KDw on a real-world clinico-genomic (breast cancer) study demonstrates the reliability, efficacy, and efficiency of the approach.
Author(s)
Potamias, G.
Koumakis, L.
Kanterakis, A.
Sfakianakis, S.
Analyti, A.
Moustakis, V.
Kafetzopoulos, D.
Rüping, Stefan  
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Tsiknakis, M.
Mainwork
19th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2007. Proceedings Vol. 1  
Conference
International Conference on Tools with Artificial Intelligence (ICTAI) 2007  
DOI
10.1109/ICTAI.2007.32
Language
English
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
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